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Image and Video Processing

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Total of 92 entries : 1-50 51-92
Showing up to 50 entries per page: fewer | more | all

Fri, 22 Nov 2024 (showing 16 of 16 entries )

[1] arXiv:2411.14418 [pdf, html, other]
Title: Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field
Lan Jiang, Yuchao Zheng, Miao Yu, Haiqing Zhang, Fatemah Aladwani, Alessandro Perelli
Comments: 13 pages, 7 figures, Annual Conference on Medical Image Understanding and Analysis (MIUA) 2024
Journal-ref: Medical Image Understanding and Analysis (MIUA), Lecture Notes in Computer Science, Springer, vol. 14859, 2024
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[2] arXiv:2411.14385 [pdf, html, other]
Title: Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM Approach
Xian-Xian Liu, Mingkun Xu, Yuanyuan Wei, Huafeng Qin, Qun Song, Simon Fong, Feng Tien, Wei Luo, Juntao Gao, Zhihua Zhang, Shirley Siu
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[3] arXiv:2411.14353 [pdf, other]
Title: Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models
Houze Liu, Tong Zhou, Yanlin Xiang, Aoran Shen, Jiacheng Hu, Junliang Du
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[4] arXiv:2411.14269 [pdf, html, other]
Title: Guided MRI Reconstruction via Schr\"odinger Bridge
Yue Wang, Tian Zhou, Zhuo-xu Cui, Bingsheng Huang, Hairong Zheng, Dong Liang, Yanjie Zhu
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Signal Processing (eess.SP)
[5] arXiv:2411.14250 [pdf, html, other]
Title: CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
Ruiguo Yu, Yiyang Zhang, Yuan Tian, Zhiqiang Liu, Xuewei Li, Jie Gao
Comments: 4 pages, 4 figures, 2 tables;For icassp2025
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[6] arXiv:2411.14184 [pdf, html, other]
Title: Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique
Samiha Islam, Muhammad Zawad Mahmud, Shahran Rahman Alve, Md. Mejbah Ullah Chowdhury
Comments: Under Review at an IEEE conference
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[7] arXiv:2411.14172 [pdf, html, other]
Title: TaQ-DiT: Time-aware Quantization for Diffusion Transformers
Xinyan Liu, Huihong Shi, Yang Xu, Zhongfeng Wang
Subjects: Image and Video Processing (eess.IV)
[8] arXiv:2411.14147 [pdf, html, other]
Title: Spiking neural networks: Towards bio-inspired multimodal perception in robotics
Katerina Maria Oikonomou, Vasiliki Balaska, Konstantinos A. Tsintotas, Christos N. Mavridis, Ioannis Kansizoglou, Antonios Gasteratos
Subjects: Image and Video Processing (eess.IV)
[9] arXiv:2411.14135 [pdf, html, other]
Title: Compact Visual Data Representation for Green Multimedia -- A Human Visual System Perspective
Peilin Chen, Xiaohan Fang, Meng Wang, Shiqi Wang, Siwei Ma
Subjects: Image and Video Processing (eess.IV); Multimedia (cs.MM)
[10] arXiv:2411.14109 [pdf, html, other]
Title: Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
Ziyi Wang, Feng Gao, Junyu Dong, Qian Du
Comments: IEEE GRSL 2024
Subjects: Image and Video Processing (eess.IV)
[11] arXiv:2411.14017 [pdf, html, other]
Title: Automatic brain tumor segmentation in 2D intra-operative ultrasound images using MRI tumor annotations
Mathilde Faanes, Ragnhild Holden Helland, Ole Solheim, Ingerid Reinertsen
Comments: 19, 8 figures, submitted to International Journal of Computer Assisted Radiology and Surgery
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[12] arXiv:2411.13862 [pdf, html, other]
Title: Image Compression Using Novel View Synthesis Priors
Luyuan Peng, Mandar Chitre, Hari Vishnu, Yuen Min Too, Bharath Kalyan, Rajat Mishra, Soo Pieng Tan
Comments: Preprint submitted to Ocean Engineering
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[13] arXiv:2411.13855 [pdf, html, other]
Title: A Multimodal Approach to The Detection and Classification of Skin Diseases
Allen Yang (1), Edward Yang (2), ((1) Mission San Jose High School, Fremont, CA, (2) Yale University, New Haven, CT)
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[14] arXiv:2411.13602 [pdf, other]
Title: Large-scale cross-modality pretrained model enhances cardiovascular state estimation and cardiomyopathy detection from electrocardiograms: An AI system development and multi-center validation study
Zhengyao Ding, Yujian Hu, Youyao Xu, Chengchen Zhao, Ziyu Li, Yiheng Mao, Haitao Li, Qian Li, Jing Wang, Yue Chen, Mengjia Chen, Longbo Wang, Xuesen Chu, Weichao Pan, Ziyi Liu, Fei Wu, Hongkun Zhang, Ting Chen, Zhengxing Huang
Comments: 23 pages, 8 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[15] arXiv:2411.13557 [pdf, html, other]
Title: Fast Hyperspectral Reconstruction for Neutron Computed Tomography Using Subspace Extraction
Mohammad Samin Nur Chowdhury, Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Andrew W. Needham, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman
Subjects: Image and Video Processing (eess.IV); Signal Processing (eess.SP)
[16] arXiv:2411.13860 (cross-list from cs.CV) [pdf, html, other]
Title: Decoupled Sparse Priors Guided Diffusion Compression Model for Point Clouds
Xiaoge Zhang, Zijie Wu, Mehwish Nasim, Mingtao Feng, Ajmal Mian
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

Thu, 21 Nov 2024 (showing 21 of 21 entries )

[17] arXiv:2411.13535 [pdf, other]
Title: Comparative Analysis of Machine Learning and Deep Learning Models for Classifying Squamous Epithelial Cells of the Cervix
Subhasish Das, Satish K Panda, Madhusmita Sethy, Prajna Paramita Giri, Ashwini K Nanda
Comments: 15 pages, 4 figures
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[18] arXiv:2411.13490 [pdf, html, other]
Title: Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Performance (cs.PF)
[19] arXiv:2411.13383 [pdf, html, other]
Title: Adversarial Diffusion Compression for Real-World Image Super-Resolution
Bin Chen, Gehui Li, Rongyuan Wu, Xindong Zhang, Jie Chen, Jian Zhang, Lei Zhang
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[20] arXiv:2411.13362 [pdf, html, other]
Title: RTSR: A Real-Time Super-Resolution Model for AV1 Compressed Content
Yuxuan Jiang, Jakub Nawała, Chen Feng, Fan Zhang, Xiaoqing Zhu, Joel Sole, David Bull
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[21] arXiv:2411.13230 [pdf, html, other]
Title: OceanLens: An Adaptive Backscatter and Edge Correction using Deep Learning Model for Enhanced Underwater Imaging
Rajini Makam, Dhatri Shankari T M, Sharanya Patil, Suresh Sundram
Comments: Submitted to ICRA 2025
Subjects: Image and Video Processing (eess.IV)
[22] arXiv:2411.13198 [pdf, html, other]
Title: Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation
Yuexing Ding, Jun Wang, Hongbing Lyu
Comments: 10 pages,6 figures,3 tables
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[23] arXiv:2411.13108 [pdf, other]
Title: Demonstrating the Suitability of Neuromorphic, Event-Based, Dynamic Vision Sensors for In Process Monitoring of Metallic Additive Manufacturing and Welding
David Mascareñas, Andre Green, Ashlee Liao, Michael Torrez, Alessandro Cattaneo, Amber Black, John Bernardin, Garrett Kenyon
Comments: This work is a derivative work of a conference proceedings paper submitted to the International Modal Analysis Conference 2024, and is subject to some copyright restrictions associated with the Society of Experimental Mechanics. A variation of this paper is also published in the Weapons Engineering Symposium and Journal (WESJ) which is not publically accessible
Journal-ref: International Modal Analysis Conference, Orlando, FL, 2024
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[24] arXiv:2411.13033 [pdf, html, other]
Title: LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression
Shimon Murai, Heming Sun, Jiro Katto
Comments: IEEE VCIP 2024 poster
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[25] arXiv:2411.13022 [pdf, html, other]
Title: Training Physics-Driven Deep Learning Reconstruction without Raw Data Access for Equitable Fast MRI
Yaşar Utku Alçalar, Merve Gülle, Mehmet Akçakaya
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[26] arXiv:2411.13006 [pdf, other]
Title: Automating Sonologists USG Commands with AI and Voice Interface
Emad Mohamed, Shruti Tiwari, Sheena Christabel Pravin
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[27] arXiv:2411.12919 [pdf, html, other]
Title: Enhancing Deep Learning-Driven Multi-Coil MRI Reconstruction via Self-Supervised Denoising
Asad Aali, Marius Arvinte, Sidharth Kumar, Yamin I. Arefeen, Jonathan I. Tamir
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[28] arXiv:2411.12874 [pdf, html, other]
Title: Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification
Meryem Altin Karagoz, O. Ufuk Nalbantoglu, Geoffrey C. Fox
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[29] arXiv:2411.12833 [pdf, html, other]
Title: Efficient Medicinal Image Transmission and Resolution Enhancement via GAN
Rishabh Kumar Sharma, Mukund Sharma, Pushkar Sharma, Jeetashree Aparjeeta
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[30] arXiv:2411.12776 [pdf, html, other]
Title: Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission
Haixiao Gao, Mengying Sun, Xiaodong Xu, Bingxuan Xu, Shujun Han, Bizhu Wang, Sheng Jiang, Chen Dong, Ping Zhang
Subjects: Image and Video Processing (eess.IV); Cryptography and Security (cs.CR); Multimedia (cs.MM)
[31] arXiv:2411.12756 [pdf, other]
Title: FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
Rishit Kapoor (1), Jesher Joshua (2), Muralidharan Vijayarangan (3), Natarajan B (4) ((1) Vellore Institute of Technology, (2) Vellore Institute of Technology, (3) Vellore Institute of Technology, (4) Vellore Institute of Technology)
Comments: 6 pages, 4 figures
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[32] arXiv:2411.12755 [pdf, html, other]
Title: SAM-I2I: Unleash the Power of Segment Anything Model for Medical Image Translation
Jiayu Huo, Sebastien Ourselin, Rachel Sparks
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[33] arXiv:2411.13276 (cross-list from math.OC) [pdf, html, other]
Title: Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
Matthieu Kowalski, Benoît Malézieux, Thomas Moreau, Audrey Repetti
Subjects: Optimization and Control (math.OC); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV); Signal Processing (eess.SP)
[34] arXiv:2411.13081 (cross-list from cs.CV) [pdf, html, other]
Title: Practical Compact Deep Compressed Sensing
Bin Chen, Jian Zhang
Comments: Accepted by IEEE T-PAMI
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[35] arXiv:2411.13042 (cross-list from cs.CV) [pdf, html, other]
Title: Attentive Contextual Attention for Cloud Removal
Wenli Huang, Ye Deng, Yang Wu, Jinjun Wang
Comments: 13 pages, 7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[36] arXiv:2411.12846 (cross-list from cs.CY) [pdf, html, other]
Title: Towards Fairness in AI for Melanoma Detection: Systemic Review and Recommendations
Laura N Montoya, Jennafer Shae Roberts, Belen Sanchez Hidalgo
Comments: 22 pages, 4 figures, 7 tables,accepted for publication in Future of Information and Communication Conference (FICC) 2025, whose proceedings will be published in 'Lecture Notes in Networks and Systems' by Springer Nature
Subjects: Computers and Society (cs.CY); Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Image and Video Processing (eess.IV)
[37] arXiv:2411.12791 (cross-list from cs.CV) [pdf, html, other]
Title: Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
Siyi Pan, Baoliang Chen, Danni Huang, Hanwei Zhu, Lingyu Zhu, Xiangjie Sui, Shiqi Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

Wed, 20 Nov 2024 (showing 11 of 11 entries )

[38] arXiv:2411.12681 [pdf, other]
Title: AI Guided Early Screening of Cervical Cancer
Dharanidharan S I, Suhitha Renuka S V, Ajishi Singh, Sheena Christabel Pravin
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[39] arXiv:2411.12575 [pdf, html, other]
Title: Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment
Ekaterina Shumitskaya, Mikhail Pautov, Dmitriy Vatolin, Anastasia Antsiferova
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[40] arXiv:2411.12547 [pdf, html, other]
Title: S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation
Yuke Wu, Xiang Liu, Yunyu Shi, Xinyi Chen, Zhenglei Wang, YuQing Xu, Shuo Hong Wang
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[41] arXiv:2411.12383 [pdf, other]
Title: Automatic staff reconstruction within SIMSSA proect
Lorenzo J. Tardon, Isabel Barbancho, Ana M. Barbancho, Ichiro Fujinaga
Comments: 15 pages
Journal-ref: Appl. Sci. 2020, 10, 2468
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[42] arXiv:2411.12278 [pdf, html, other]
Title: Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images
Zheng Gong, Zhuo Deng, Weihao Gao, Wenda Zhou, Yuhang Yang, Hanqing Zhao, Zhiyuan Niu, Lei Shao, Wenbin Wei, Lan Ma
Comments: 12 pages, 8 figures
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[43] arXiv:2411.12273 [pdf, html, other]
Title: Acquire Precise and Comparable Fundus Image Quality Score: FTHNet and FQS Dataset
Zheng Gong, Zhuo Deng, Run Gan, Zhiyuan Niu, Lu Chen, Canfeng Huang, Jia Liang, Weihao Gao, Fang Li, Shaochong Zhang, Lan Ma
Comments: 11 pages, 7 figures
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[44] arXiv:2411.12181 [pdf, html, other]
Title: Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques
Mahmut S. Gokmen, Jie Zhang, Ge Wang, Jin Chen, Cody Bumgardner
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[45] arXiv:2411.12146 [pdf, html, other]
Title: Self-supervised denoising of visual field data improves detection of glaucoma progression
Sean Wu, Jun Yu Chen, Vahid Mohammadzadeh, Sajad Besharati, Jaewon Lee, Kouros Nouri-Mahdavi, Joseph Caprioli, Zhe Fei, Fabien Scalzo
Comments: 10 pages
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[46] arXiv:2411.12061 [pdf, other]
Title: Deep Learning-Based Prediction of PET Amyloid Status Using Multi-Contrast MRI
Donghoon Kim, Jon Andre Ottesen, Ashwin Kumar, Brandon C. Ho, Elsa Bismuth, Christina B. Young, Elizabeth Mormino, Greg Zaharchuk (for the Alzheimer's Disease Neuroimaging Initiative)
Comments: 21 pages, 7 figures, 4 tables
Subjects: Image and Video Processing (eess.IV)
[47] arXiv:2411.12450 (cross-list from cs.CV) [pdf, html, other]
Title: Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models
Jun Xiao, Zihang Lyu, Hao Xie, Cong Zhang, Yakun Ju, Changjian Shui, Kin-Man Lam
Comments: 17 pages, 6 figures, has been accepted by the ECCV 2024: AIM workshop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)
[48] arXiv:2411.12448 (cross-list from cs.CV) [pdf, html, other]
Title: Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
Kecheng Chen, Pingping Zhang, Hui Liu, Jie Liu, Yibing Liu, Jixin Huang, Shiqi Wang, Hong Yan, Haoliang Li
Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

Tue, 19 Nov 2024 (showing first 2 of 33 entries )

[49] arXiv:2411.11819 [pdf, html, other]
Title: Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
Axel Elaldi, Guido Gerig, Neel Dey
Comments: Accepted to NeurIPS 2024. 24 pages with 13 figures. Code available at this https URL
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)
[50] arXiv:2411.11799 [pdf, html, other]
Title: Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
Meng Zhou, Yuxuan Zhang, Xiaolan Xu, Jiayi Wang, Farzad Khalvati
Comments: An extended version of the paper accepted at IEEE BIBM 2024
Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
Total of 92 entries : 1-50 51-92
Showing up to 50 entries per page: fewer | more | all